Skip to main content
Caplight Logo









Deep Principle

Deep Principle

Private
HangzhouFrontier & Industrial Techhttps://www.deepprinciple.com/index.html

Last Round

Series A

Nov 23, 2025

Total Funding Raised

$27.9M

Momentum

Top 25%

of companies Caplight tracks

Company Overview

Deep Principle is a technology company that develops artificial intelligence platforms to accelerate materials discovery and chemical innovation for the fine chemicals, catalytic materials, and energy sectors.

Sector

Frontier & Industrial Tech

Verticals

Advanced Materials, Drug Discovery, ML Platforms, Biotechnology

Business Model

B2B

Customer Profile

Services & Consulting, Subscription SaaS

AI Layer

Infrastructure

Keywords

materials discoverygenerative AIAI scientistquantum chemistryhigh-throughput experimentationHTEautonomous labAI agentmolecular designdrug discoveryAI for sciencescience AIlab automationchemical R&DAI materialsfoundation model

Historical Pricing

Historical view of private secondary pricing and transaction trends.

Unlock Pricing Charts

Sign up to view complete historical pricing and secondary transactions.

Caplight Momentum Score

Proprietary index based on bid/ask volume and sentiment.

View Momentum History

Track how buyer interest and sentiment changes over time.

Deep Principle Comparables

Compare Deep Principle with similar companies based on industry and business-model similarity.

Deep Principle comparables — related companies by embedding similarity
CompanySimilarityMarket Cap
Atinary Technologies
81%
NobleAI
78%
CuspAI
77%

Deep Principle Funding Rounds

Historical fundraising activity

Data table
RoundDateAmount RaisedValuationInvestorsSources
Series ANov 23, 2025
SeedMar 19, 2025

Key People

Founding team and executive leadership

Chenru Duan

Founder & CTO

Founding Team

Haojun Jia

Founder & CEO

Founding Team

Luyang Zhang

Chief Operating Officer

Executive Team

Deep Principle Investors

Notable investors and investment history

Market signals

Structured signals derived from secondary market and firmographic data.

  • Jul 26, 2026

    Monthly visitors increased 624% MoM, reaching 8.1K.

  • May 25, 2026

    Grew 42% QoQ from 12 to 17 employees.

Deep Principle Filings

SEC and related filings with document metadata.

Data table
TypedDateAmount OfferedAmount SoldFillingPagesDownload
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation
Sign Up to view
Mock Valuation

Deep Principle Filings

SEC and related filings with document metadata.

Frequently Asked Questions

Common questions about Deep Principle's valuation, stock price, and market status.

Firmographic Details

HeadquartersHangzhou
Employee Range12
Year Founded2024
Last FundingNov 23, 2025

Institutional Data Access

Join leading institutional investors using Caplight to access private market data, discover pricing, and execute secondary block trades.

Requires verified institutional or accredited status.

See something wrong or outdated?